Jishnu Mukhoti
University of Oxford(GB)Science Oxford(GB)
Publications by Year
Research Areas
Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Machine Learning and Algorithms, Machine Learning and Data Classification
Most-Cited Works
- → Evaluating Bayesian Deep Learning Methods for Semantic Segmentation(2018)150 cited
- → Calibrating Deep Neural Networks using Focal Loss(2020)87 cited
- → Deep Deterministic Uncertainty: A New Simple Baseline(2023)78 cited
- → Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning(2023)58 cited
- Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty(2021)
- → Learning regularity in an economic time-series for structure prediction(2018)27 cited
- → On the Importance of Strong Baselines in Bayesian Deep Learning(2018)27 cited
- → Deep Deterministic Uncertainty: A Simple Baseline(2021)18 cited
- Deterministic Neural Networks with Inductive Biases Capture Epistemic and Aleatoric Uncertainty(2021)
- → Deep Deterministic Uncertainty for Semantic Segmentation(2021)13 cited